Department Maschinenbau

Enhanced X-Ray Inspection of Solder Joints in SMT Electronics Production using Convolutional Neural Networks (2020) Schmidt K, Thielen N, Voigt C, Seidel R, Franke J, Milde Y, Bonig J, Beitinger G Conference contribution Data Mining System Architecture for Industrial Internet of Things in Electronics Production (2020) Seidel R, Hassan Amada M, Fuchs J, Thielen N, Schmidt K, Voigt C, Franke J Conference contribution Development and Test of a Data Framework for Prediction of Soldering Quality in Selective Wave Soldering Applying K-Nearest Neighbors (2020) Seidel R, Thielen N, Schmidt K, Voigt C, Franke J Conference contribution An Innovative Process Combination of Additive Manufacturing and Sheet Bulk Metal Forming for Manufacturing a Functional Hybrid Part (2020) Merklein M, Schulte RK, Papke T Journal article In-situ identification of material batches using machine learning for machining operations (2020) Lutz B, Kißkalt D, Mayr A, Regulin D, Pantano M, Franke J Journal article Energy Profile Prediction of Milling Processes Using Machine Learning Techniques (2020) Mühlbauer M, Würschinger H, Polzer D, Hanenkamp N Book chapter / Article in edited volumes Development and Validation of a Material Application Tool for the Covering Process of a Wire Harness (2020) Heisler P, Hausecker E, Regler J, Süß-Wolf R, Franke J Conference contribution Prediction of the Joint Cross-Section of Laser-Welded Hairpin Windings Based on 2D Image Data Using Convolutional Neural Networks (2020) Mayr A, Hauck L, Meiners M, Franke J Conference contribution, Conference Contribution Towards an Inline Quality Monitoring for Crimping Processes Utilizing Machine Learning Techniques (2020) Meiners M, Mayr A, Kuhn M, Raab B, Franke J Conference contribution Blockchain in sheet metal processing. (2020) Lechner M, Christ T, Frey P, Wituschek S, Arzhanov A, Petrov F, Merklein M Journal article, Original article